Basic Statistics

Raw Counts

Name Value
Rows 28,534
Columns 21
Discrete columns 0
Continuous columns 21
All missing columns 0
Missing observations 16,747
Complete Rows 13,452
Total observations 599,214
Memory allocation 4.6 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

QQ Plot

## Warning: Removed 1 rows containing non-finite values (stat_qq).
## Warning: Removed 1 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 562 rows containing non-finite values (stat_qq).
## Warning: Removed 562 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 24 rows containing non-finite values (stat_qq).
## Warning: Removed 24 rows containing non-finite values
## (stat_qq_line).

QQ Plot (by ln_wage)

## Warning: Removed 1 rows containing non-finite values (stat_qq).
## Warning: Removed 1 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 556 rows containing non-finite values (stat_qq).
## Warning: Removed 556 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 15 rows containing non-finite values (stat_qq).
## Warning: Removed 15 rows containing non-finite values
## (stat_qq_line).

Correlation Analysis

Principal Component Analysis

Bivariate Distribution

Boxplot (by ln_wage)

## Warning: Removed 6692 rows containing non-finite values
## (stat_boxplot).

## Warning: Removed 703 rows containing non-finite values
## (stat_boxplot).

Scatterplot (by ln_wage)

## Warning: Removed 2 rows containing missing values (geom_point).

## Warning: Removed 595 rows containing missing values (geom_point).

## Warning: Removed 30 rows containing missing values (geom_point).